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Why Random Finite Sets?

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Part of the book series: Springer Tracts in Advanced Robotics ((STAR,volume 72))

Introduction

We begin the justification for the use of RFSs by re-evaluating the basic issues of feature representation, and considering the fundamental mathematical relationship between environmental feature representations, and robot motion. We further the justification for the use of RFSs in FBRM and SLAM by considering an issue of fundamental mathematical importance in any estimation problem - estimation error.

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© 2011 Springer-Verlag Berlin Heidelberg

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Mullane, J., Vo, BN., Adams, M., Vo, BT. (2011). Why Random Finite Sets?. In: Random Finite Sets for Robot Mapping and SLAM. Springer Tracts in Advanced Robotics, vol 72. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21390-8_2

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  • DOI: https://doi.org/10.1007/978-3-642-21390-8_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21389-2

  • Online ISBN: 978-3-642-21390-8

  • eBook Packages: EngineeringEngineering (R0)

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